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#iplaw_2019-12-25_06-54-56.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 25, 2019
Short Description:
#iplaw via NodeXL http://bit.ly/2SpomWJ
@adlerlaw
@marksmentweets
@natlawreview
@bannerwitcoff
@unifiedpatents
@law360
@natlawip
@dklemchuk
@zumanor
@lehmannlaw

Top hashtags:
#iplaw
#intellectualproperty
#trademark
#patentlaw
#ip
#patent
#trademarks
#copyright

Description:
Description
The graph represents a network of 1,093 Twitter users whose tweets in the requested range contained "#iplaw", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 25 December 2019 at 14:55 UTC.

The requested start date was Wednesday, 25 December 2019 at 13:27 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 85-day, 10-hour, 19-minute period from Tuesday, 01 October 2019 at 00:33 UTC to Wednesday, 25 December 2019 at 10:53 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 1093
Unique Edges : 1106
Edges With Duplicates : 1601
Total Edges : 2707
Number of Edge Types : 4
Tweet : 1311
MentionsInRetweet : 786
Mentions : 552
Replies to : 58
Self-Loops : 1311
Reciprocated Vertex Pair Ratio : 0.0350877192982456
Reciprocated Edge Ratio : 0.0677966101694915
Connected Components : 290
Single-Vertex Connected Components : 147
Maximum Vertices in a Connected Component : 380
Maximum Edges in a Connected Component : 1455
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.050987
Graph Density : 0.000889778108442335
Modularity : 0.418925
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,093 Twitter users whose tweets in the requested range contained "#iplaw", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 25 December 2019 at 14:55 UTC.

The requested start date was Wednesday, 25 December 2019 at 13:27 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 85-day, 10-hour, 19-minute period from Tuesday, 01 October 2019 at 00:33 UTC to Wednesday, 25 December 2019 at 10:53 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #iplaw
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[70] LLP
[64] Klemchuk
[62] -
[40] the
[33] for
[31] Texas
[29] of
[27] and
[27] |
[24] Bar

Top URLs in Tweet in G1:
[3] https://www.natlawreview.com/article/uspto-updates-guidance-patent-eligibility-personalized-therapy
[3] https://www.natlawreview.com/article/cnipa-announces-administrative-measures-collective-patent-examination
[2] https://www.amazon.com/dp/B07XLZJ455/ref=as_li_ss_tl?keywords=usmca&qid=1568521294&s=gateway&sr=8-2&linkCode=sl1&tag=nickdancriddr-20&linkId=2317f4da4943f9c5680bf3f752f05afc&language=en_US
[2] https://www.crendoninsurance.co.uk/intellectual-property-insurance-products/
[2] https://www.healdlaw.com/patent-law/
[2] https://www.bizlegal.in/
[2] https://www.natlawreview.com/article/no-brainer-summary-judgment-based-non-asserted-grounds-procedurally-improper
[2] https://www.kashishworld.com/blog/intellectual-property-facilitation-cell-ipfc-launched-by-t-works/
[2] https://www.natlawreview.com/article/ptab-precedential-35-usc-315b-decisions-show-service-dismissed-infringement-cases
[2] https://www.natlawreview.com/article/today-s-special-validity-goulash-serving-101-mechanical-arts

Top URLs in Tweet in G2:
[70] LLP
[64] Klemchuk
[62] -
[40] the
[33] for
[31] Texas
[29] of
[27] and
[27] |
[24] Bar

Top URLs in Tweet in G3:
[3] https://www.worldtrademarkreview.com/brand-management/risque-business-lessons-unilever-and-kraft-heinz-pornhub-advertising-backlash?utm_content=105360274&utm_medium=social&utm_source=twitter&hss_channel=tw-260854254
[2] https://www.worldipreview.com/news/interview-amazon-s-ip-law-firm-network-18703?utm_content=102812916&utm_medium=social&utm_source=twitter&hss_channel=tw-260854254
[2] https://www.worldipreview.com/news/taylor-swift-faces-shake-it-off-copyright-suit-after-ninth-circuit-revives-case-18823?utm_content=104380260&utm_medium=social&utm_source=twitter&hss_channel=tw-260854254
[2] https://www.law360.com/ip/articles/1216573/court-won-t-clear-redesigned-product-in-microphone-ip-suit?utm_content=104937387&utm_medium=social&utm_source=twitter&hss_channel=tw-260854254
[2] https://www.internationallawoffice.com/Newsletters/Intellectual-Property/China/Wanhuida-Peksung-IP-Group/IP-enforcement-strategies-against-counterfeit-market-sellers?utm_content=105234362&utm_medium=social&utm_source=twitter&hss_channel=tw-260854254
[2] https://www.inta.org/INTABulletin/Pages/Asia_Pacific_Update.aspx?utm_content=105660271&utm_medium=social&utm_source=twitter&hss_channel=tw-260854254
[2] https://newtonmedia.swoogo.com/LSPNEU19
[2] https://ludwigiplaw.com/when-youre-dealing-with-ai-who-owns-the-intellectual-property/
[2] https://twitter.com/USPTOjobs/status/1182715535693357056
[1] https://www.law.com/newyorklawjournal/2019/11/29/whats-in-a-name-trademarks-as-expressive-works/?utm_content=108985725&utm_medium=social&utm_source=twitter&hss_channel=tw-260854254

Top URLs in Tweet in G4:
[3] https://www.brinksgilson.com/ip-alert-virtual-marking-guidance-on-doing-it-right
[3] https://harrityllp.com/incubator/
[2] https://www.mintz.com/insights-center/viewpoints/2231/2019-09-patenting-considerations-artificial-intelligence-biotech
[2] https://www.mintz.com/insights-center/viewpoints/2231/2019-10-key-considerations-global-sep-litigation-part-1
[1] https://twitter.com/i/web/status/1208042188258590721
[1] https://twitter.com/i/web/status/1199450060586659841
[1] https://www.ipwatchdog.com/2019/12/04/osi-pharmaceuticals-decision-limited-use-supporting-patentability-method-treatment-claims/id=116604/
[1] https://twitter.com/ipwatchdog/status/1202275252392386562
[1] https://www.law360.com/ip/articles/1225509/locker-room-contractor-says-rival-stole-its-saints-design?nl_pk=2915ea08-67bb-472c-9b20-8254e6b294f0&utm_source=newsletter&utm_medium=email&utm_campaign=ip
[1] https://twitter.com/i/web/status/1181928518319513601

Top URLs in Tweet in G5:
[5] https://www.natlawreview.com/article/emerging-role-antitrust-law-esports-part-2
[4] https://www.natlawreview.com/article/personalized-cancer-therapy-found-nonobvious
[3] https://www.natlawreview.com/article/why-machine-readable-computer-instruction-not-abstract
[3] https://www.natlawreview.com/article/sky-v-skykick-ag-end-claim-computer-software
[3] https://www.natlawreview.com/article/manufacturers-are-not-immune-to-claims-their-inventions-are-patent-ineligible
[3] https://www.natlawreview.com/article/federal-circuit-demotes-unconstitutionally-appointed-ptab-judges
[3] https://www.natlawreview.com/article/federal-circuit-says-ptab-apj-appointments-were-unconstitutional-now-what
[3] https://www.natlawreview.com/article/federal-circuit-rules-ptab-judges-are-unconstitutionally-appointed
[3] https://www.natlawreview.com/article/federal-circuit-rules-appointment-ptab-judges-violates-constitution
[3] https://www.natlawreview.com/article/remanding-to-ptab-after-demoting-judges-too-far-or-not-far-enough

Top URLs in Tweet in G6:
[9] https://scholarship.law.marquette.edu/iplr/vol21/iss2/
[8] https://www.lexology.com/library/detail.aspx?g=ecaedb42-dee4-42af-8148-0b43f3a45dff&utm_source=Lexology+Daily+Newsfeed&utm_medium=HTML+email+-+Body+-+General+section&utm_campaign=Lexology+subscriber+daily+feed&utm_content=Lexology+Daily+Newsfeed+2019-11-26&utm_term=
[7] https://www.internationallawoffice.com/Newsletters/Intellectual-Property/South-Africa/KISCH-IP/Relationship-between-cannabis-and-trademark-law?utm_source=ILO+Newsletter&utm_medium=email&utm_content=Newsletter+2019-11-25&utm_campaign=Intellectual+Property+Newsletter
[6] https://www.internationallawoffice.com/Newsletters/Intellectual-Property/Turkey/Deri-Patents-and-Trademarks-Agency/Assessing-individual-character-of-design-applications?utm_source=ILO+Newsletter&utm_medium=email&utm_content=Newsletter+2019-12-02&utm_campaign=Intellectual+Property+Newsletter
[5] https://www.internationallawoffice.com/Newsletters/Intellectual-Property/Spain/Grau-Angulo/Exhaustion-of-trademark-rights-Barcelona-Court-of-Appeal-rules-in-Schweppes-case?utm_source=ILO+Newsletter&utm_medium=email&utm_content=Newsletter+2019-12-02&utm_campaign=Intellectual+Property+Newsletter
[5] https://www.internationallawoffice.com/Newsletters/Intellectual-Property/Argentina/Obligado-Cia/Unfair-competition-and-trademark-protection?utm_source=ILO+Newsletter&utm_medium=email&utm_content=Newsletter+2019-12-02&utm_campaign=Intellectual+Property+Newsletter
[3] https://www.internationallawoffice.com/Newsletters/Intellectual-Property/Pakistan/Vellani-Vellani/Registered-trademark-deleted-from-trademark-register-for-non-use?utm_source=ILO+Newsletter&utm_medium=email&utm_content=Newsletter+2019-12-02&utm_campaign=Intellectual+Property+Newsletter
[2] https://www.internationallawoffice.com/Newsletters/Intellectual-Property/Taiwan/Lee-and-Li-Attorneys-at-Law/Patent-Act-amendments-a-guide?utm_source=ILO+Newsletter&utm_medium=email&utm_content=Newsletter+2019-12-23&utm_campaign=Intellectual+Property+Newsletter
[2] https://www.internationallawoffice.com/Newsletters/Intellectual-Property/Turkey/Deri-Patents-and-Trademarks-Agency/Non-registered-cartoon-characters-may-enjoy-trademark-protection-in-Turkey?utm_source=ILO+Newsletter&utm_medium=email&utm_content=Newsletter+2019-11-11&utm_campaign=Intellectual+Property+Newsletter
[2] https://www.internationallawoffice.com/Newsletters/Intellectual-Property/USA/Venable-LLP/Can-Congress-speed-biosimilars-to-market-by-limiting-patent-litigations?utm_source=ILO+Newsletter&utm_medium=email&utm_content=Newsletter+2019-11-11&utm_campaign=Intellectual+Property+Newsletter

Top URLs in Tweet in G7:
[2] https://www.natlawreview.com/article/don-t-let-your-employees-trade-your-trade-secrets
[2] https://www.natlawreview.com/article/personalized-cancer-therapy-found-nonobvious
[2] https://www.natlawreview.com/article/copy-cats-evidence-copying-specific-product-not-required
[1] https://paper.li/KAnalysis/1418216933?edition_id=1de0eca0-263a-11ea-9789-002590a5ba2d
[1] https://paper.li/KAnalysis/1418216933?edition_id=7d31b9c0-06cb-11ea-aad1-002590a5ba2d
[1] https://paper.li/KAnalysis/1418216933?edition_id=a6f592e0-1102-11ea-9789-002590a5ba2d
[1] https://paper.li/KAnalysis/1418216933?edition_id=f881cd30-1c02-11ea-9789-002590a5ba2d
[1] https://paper.li/KAnalysis/1418216933?edition_id=367b0740-1ccc-11ea-9789-002590a5ba2d
[1] http://ow.ly/ZCZ130q2uHa
[1] https://www.natlawreview.com/article/ptab-precedential-35-usc-315b-decisions-show-service-dismissed-infringement-cases

Top URLs in Tweet in G8:
[3] https://www.lawtext.com/
[1] https://twitter.com/i/web/status/1206622551369232385
[1] https://bannerwitcoff.com/darrell-mottley-to-discuss-international-hague-designs-at-cleveland-cle/
[1] https://bannerwitcoff.com/banner-witcoff-jockey-international-to-host-patent-roundtable-luncheon/
[1] https://twitter.com/i/web/status/1184222389246279686
[1] https://twitter.com/i/web/status/1186406618830921729
[1] https://twitter.com/i/web/status/1187457281652350976
[1] https://twitter.com/i/web/status/1188914163399221249
[1] https://twitter.com/i/web/status/1189253146360602624
[1] https://twitter.com/i/web/status/1190333924289007623

Top URLs in Tweet in G9:
[1] https://www.lalaw.com/news_resources/patent-basics-for-inventors/
[1] https://www.lalaw.com/news_resources/lando-anastasi-llp-welcomes-two-new-legal-professionals-to-the-firm/
[1] https://www.bostonbar.org/membership/events/event-details?ID=33525
[1] https://www.lalaw.com/news_resources/lando-anastasi-llp-welcomes-new-technology-specialist/
[1] https://twitter.com/i/web/status/1209214141845651456
[1] https://twitter.com/i/web/status/1189906784967888896
[1] https://www.lalaw.com/news_resources/eric-carnevale-presenting-downstream-effects-of-recent-supreme-court-precedent-on-federal-circuit-and-district-court-litigation-at-boston-bar-association/
[1] https://twitter.com/i/web/status/1189167599004868609
[1] https://twitter.com/lexlanham/status/1189175509340565504
[1] https://twitter.com/DMassIPLit/status/1201990226144616448

Top URLs in Tweet in G10:
[1] https://twitter.com/atlblog/status/1090272178421911554
[1] https://twitter.com/i/web/status/1183651370920038400

Top Domains
Top Domains in Tweet in Entire Graph:
[667] twitter.com
[349] natlawreview.com
[82] paper.li
[68] internationallawoffice.com
[64] klemchuk.com
[47] linkedin.com
[37] trademarknow.com
[36] justia.com
[31] worldipreview.com
[27] younglanesappealservices.com

Top Domains in Tweet in G1:
[124] twitter.com
[108] natlawreview.com
[31] paper.li
[10] linkedin.com
[7] generalcounselnews.com
[5] justia.com
[3] co.uk
[3] lawstreetindia.com
[2] amazon.com
[2] clancypc.com

Top Domains in Tweet in G2:
[118] twitter.com
[64] klemchuk.com
[39] paper.li
[31] justia.com
[19] linkedin.com
[17] thrivingattorney.com
[12] dww.com
[12] texasbartoday.com
[4] aeonlaw.com
[3] natlawreview.com

Top Domains in Tweet in G3:
[29] twitter.com
[27] worldipreview.com
[12] law360.com
[6] inta.org
[4] trademarksandbrandsonline.com
[4] thefashionlaw.com
[3] lifesciencesipreview.com
[3] worldtrademarkreview.com
[3] bloomberglaw.com
[2] trademarklawyermagazine.com

Top Domains in Tweet in G4:
[54] twitter.com
[12] law360.com
[5] brinksgilson.com
[5] harrityllp.com
[4] mintz.com
[3] vividip.com
[3] tarterkrinsky.com
[2] linkedin.com
[1] ipwatchdog.com
[1] refinery29.com

Top Domains in Tweet in G5:
[165] natlawreview.com
[28] twitter.com
[10] ilnipinsider.com
[1] ow.ly
[1] robly.com

Top Domains in Tweet in G6:
[66] internationallawoffice.com
[22] twitter.com
[9] lexology.com
[9] marquette.edu
[7] iphqs.com
[4] unifiedpatents.com
[1] mondaq.com
[1] forexlive.com

Top Domains in Tweet in G7:
[71] natlawreview.com
[16] twitter.com
[5] paper.li
[2] lexisnexisip.com
[1] ow.ly
[1] lexisnexis.com

Top Domains in Tweet in G8:
[26] twitter.com
[9] bannerwitcoff.com
[3] lawtext.com
[1] forbes.com
[1] bloomberglaw.com

Top Domains in Tweet in G9:
[9] twitter.com
[4] lalaw.com
[1] bostonbar.org

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1362] iplaw
[191] intellectualproperty
[168] trademark
[153] patentlaw
[149] ip
[105] patent
[103] trademarks
[102] copyright
[78] patents
[75] law



Top Hashtags in Tweet in G1:
[258] iplaw
[48] patentlaw
[34] intellectualproperty
[31] trademark
[16] copyright
[15] ip
[14] patent
[10] patents
[10] uspto
[8] law

Top Hashtags in Tweet in G2:
[231] iplaw
[48] ip
[47] trademark
[34] patents
[30] patent
[30] weeklyipbuzz
[27] copyright
[24] intellectualproperty
[22] iplitigation
[18] law

Top Hashtags in Tweet in G3:
[82] iplaw
[14] brandprotection
[11] ipnews
[11] trademark
[10] copyright
[10] iplawjobspto
[9] intellectualproperty
[7] trademarks
[6] patent
[6] ai

Top Hashtags in Tweet in G4:
[46] iplaw
[12] copyright
[12] trademark
[11] patentlaw
[10] infringement
[8] uspto
[7] houston
[6] intellectualproperty
[6] ncaa
[6] trademarklaw

Top Hashtags in Tweet in G5:
[168] iplaw
[48] patentlaw
[14] ptab
[11] uspto
[9] intellectualproperty
[8] uk
[8] healthcare
[7] federalcircuit
[6] eu
[6] trademark

Top Hashtags in Tweet in G6:
[90] iplaw
[16] canada
[8] turkey
[7] spain
[5] npe
[5] southafrica
[5] excited
[5] nervous
[5] humbled
[5] entertainmentlaw

Top Hashtags in Tweet in G7:
[81] iplaw
[23] patentlaw
[9] startups
[7] ptab
[7] blockchain
[6] trademark
[6] cybersecurity
[6] startup
[6] uber
[6] slack

Top Hashtags in Tweet in G8:
[24] iplaw
[23] bannerwitcoff
[5] patent
[4] intellectualproperty
[3] patents
[3] trademarks
[2] federalcircuit
[2] smartcitiesweek
[2] copyright
[2] copyrightnews

Top Hashtags in Tweet in G9:
[50] iplaw
[33] lalaw
[15] ip
[14] likelihoodofconfusion
[14] trademark
[14] tm
[14] intellectualproperty
[5] lasocial
[4] bulaw
[4] cafc

Top Hashtags in Tweet in G10:
[19] law
[18] criminology
[1] lawandemotion
[1] iplaw

Top Words
Top Words in Tweet in Entire Graph:
[1276] Words in Sentiment List#1: Positive
[801] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[40691] Non-categorized Words
[42768] Total Words
[1360] #iplaw
[253] ip
[232] law
[226] patent
[189] #intellectualproperty

Top Words in Tweet in G1:
[258] #iplaw
[122] natlawreview
[60] intellectual
[59] property
[52] patent
[48] #patentlaw
[35] ip
[34] #intellectualproperty
[33] law
[31] #trademark

Top Words in Tweet in G2:
[231] #iplaw
[75] klemchuk
[75] llp
[57] law
[54] ip
[49] technology
[48] #ip
[47] #trademark
[43] patent
[41] latest

Top Words in Tweet in G3:
[82] #iplaw
[27] worldipreview
[17] ip
[17] chat
[15] law
[14] #brandprotection
[14] law360
[14] one
[13] over
[13] network

Top Words in Tweet in G4:
[46] #iplaw
[44] ipscott_bfknlaw
[24] more
[21] patent
[20] law360
[17] brinksiplaw
[16] firm
[16] ip
[14] minority
[13] 2019

Top Words in Tweet in G5:
[167] #iplaw
[48] #patentlaw
[37] ptab
[36] patent
[31] natlawreview
[30] circuit
[27] federal
[19] mcdermottlaw
[18] court
[16] trade

Top Words in Tweet in G6:
[90] #iplaw
[30] trademark
[19] patent
[18] lizlenjo_kags
[16] #canada
[13] copyright
[12] lehmannlaw
[11] court
[10] protection
[10] versus

Top Words in Tweet in G7:
[81] #iplaw
[23] #patentlaw
[16] ptab
[16] patent
[11] federal
[11] circuit
[10] trade
[9] #startups
[8] success
[7] natlawip

Top Words in Tweet in G8:
[24] #iplaw
[19] #bannerwitcoff
[14] attorney
[13] ip
[8] chicago
[8] bannerwitcoff
[7] attorneys
[6] being
[6] check
[5] international

Top Words in Tweet in G9:
[50] #iplaw
[33] #lalaw
[15] #ip
[14] suffolk_law
[14] walgreens
[14] nationals
[14] #likelihoodofconfusion
[14] #trademark
[14] #tm
[14] #intellectualproperty

Top Words in Tweet in G10:
[20] ucdlawschool
[19] good
[19] morning
[19] permanent
[19] full
[19] time
[19] academic
[19] closing
[19] date
[19] 31

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[179] intellectual,property
[84] #iplaw,#patentlaw
[75] klemchuk,llp
[65] federal,circuit
[55] #iplaw,#intellectualproperty
[50] property,law
[49] llp,#iplaw
[46] #ip,#iplaw
[44] #iplaw,#trademark
[44] social,media

Top Word Pairs in Tweet in G1:
[58] intellectual,property
[31] latest,intellectual
[31] property,daily
[30] #iplaw,#patentlaw
[30] daily,#iplaw
[19] federal,circuit
[16] natlawreview,federal
[14] #patentlaw,#iplaw
[14] #iplaw,#trademark
[12] mcdermottlaw,#iplaw

Top Word Pairs in Tweet in G2:
[75] klemchuk,llp
[49] llp,#iplaw
[40] social,media
[39] latest,technology
[39] technology,social
[39] media,law
[34] law,thanks
[29] #weeklyipbuzz,#ip
[28] #ip,#iplaw
[27] #iplaw,#trademark

Top Word Pairs in Tweet in G3:
[17] worldipreview,#iplaw
[12] twitter,chat
[9] life,sciences
[9] sciences,patent
[9] patent,network
[9] network,europe
[9] europe,2019
[8] #brandprotection,#iplaw
[7] law360,#iplaw
[7] law,firms

Top Word Pairs in Tweet in G4:
[10] minority,firm
[10] firm,incubator
[9] read,more
[8] #iplaw,law360
[7] more,#iplaw
[6] #copyright,#infringement
[6] brinksiplaw,shareholder
[6] ip,alert
[6] serving,#texas
[5] #trademarklaw,#iplaw

Top Word Pairs in Tweet in G5:
[29] #iplaw,#patentlaw
[27] federal,circuit
[14] #patentlaw,#iplaw
[14] mcdermottlaw,#iplaw
[11] patent,eligibility
[11] ip,insider
[10] iln,ip
[9] ptab,judges
[9] intellectual,property
[9] supreme,court

Top Word Pairs in Tweet in G6:
[16] #iplaw,#canada
[12] lehmannlaw,#iplaw
[9] download,paper
[9] paper,inspiration
[9] inspiration,versus
[9] versus,exploitation
[9] exploitation,traditional
[9] traditional,cultural
[8] #iplaw,#turkey
[8] lizlenjo_kags,download

Top Word Pairs in Tweet in G7:
[15] #iplaw,#patentlaw
[11] federal,circuit
[6] intellectual,property
[6] #patentlaw,#iplaw
[6] long,term
[6] term,success
[6] success,#startup
[6] #startup,unicorn
[6] unicorn,#uber
[6] #uber,#slack

Top Word Pairs in Tweet in G8:
[5] #bannerwitcoff,attorneys
[5] #bannerwitcoff,attorney
[4] #bannerwitcoff,#iplaw
[4] happy,anniversary
[4] anniversary,chicago
[4] chicago,office
[4] office,one
[4] one,year
[4] year,ago
[4] ago,today

Top Word Pairs in Tweet in G9:
[29] #iplaw,#lalaw
[14] walgreens,nationals
[14] nationals,#likelihoodofconfusion
[14] #likelihoodofconfusion,#trademark
[14] #trademark,#tm
[14] #tm,#ip
[14] #ip,#intellectualproperty
[13] #intellectualproperty,#iplaw
[12] game,walgreens
[11] rlichter,game

Top Word Pairs in Tweet in G10:
[19] good,morning
[19] morning,permanent
[19] permanent,full
[19] full,time
[19] time,academic
[19] academic,ucdlawschool
[19] ucdlawschool,closing
[19] closing,date
[19] date,31
[19] 31,october

Top Replied-To
Top Replied-To in Entire Graph:
@suffolk_law
@brinksiplaw
@ussupremecourt
@brinks
@drlukemcdonagh
@walgreens
@nmpaorg
@wajahatali
@adamparkhomenko
@mikebloomberg

Top Replied-To in G2:
@nathenson
@banksyshop

Top Replied-To in G3:
@nmpaorg
@skywriter27

Top Replied-To in G4:
@brinksiplaw
@brinks
@mintz_law

Top Replied-To in G6:
@stripe
@justindillon
@juxtapozmag

Top Replied-To in G7:
@cxotalk

Top Replied-To in G9:
@suffolk_law
@walgreens
@bu_law

Top Mentioned
Top Mentioned in Entire Graph:
@ipscott_bfknlaw
@law360
@natlawreview
@worldipreview
@trademarknow
@rohangrey
@gisp_tweets
@mbmiplaw
@ucdlawschool
@mcdermottlaw

Top Mentioned in G1:
@thetmca

Top Mentioned in G2:
@adlerlaw
@dklemchuk
@500law
@k_llp
@murrellassoc
@dwwllp
@usfedcircuitct
@mbmiplaw
@thresq

Top Mentioned in G3:
@worldipreview
@law360
@marksmentweets
@usptojobs
@inta
@uspto
@lawpanel
@tbotweets
@thefashionlaw
@ludwig_iplaw

Top Mentioned in G4:
@ipscott_bfknlaw
@law360
@brinksiplaw
@harrityllp
@brashearsmiller
@mintz_law
@ipwatchdog
@shawnlillemo
@georgiatrend
@lawline

Top Mentioned in G5:
@natlawreview
@mcdermottlaw
@foleyandlardner
@klgates
@slw_ip
@ilntoday
@mintz_law
@sheppardmullin
@wbd_us
@drinkerbiddle

Top Mentioned in G6:
@lizlenjo_kags
@lehmannlaw
@uldialogue
@nofakesla
@eff
@intelprophq
@unifiedpatents
@ieeeorg
@autm

Top Mentioned in G7:
@natlawip
@theomceo
@epoorg
@lexisnexisip
@patent_maven
@piratedthoughts
@terrencehart
@autm
@mannyschecter
@unite4copyright

Top Mentioned in G8:
@bannerwitcoff
@darrellmottley
@law360
@ficpi
@forbes
@managingip
@robertskatz
@gowlingwlg_ru
@lesusacanada
@crainschicago

Top Mentioned in G9:
@nationals
@landoanastasi
@walgreens
@suffolk_law
@rlichter
@bostonbar
@riverfrntoffce
@sweetcupcakes_
@omniparkerhouse
@dmassiplit

Top Mentioned in G10:
@ucdlawschool
@n_howlin
@gkroub
@sho_billions

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@startupsbot
@russelltim151
@businessinsider
@santchiweb
@fintechna
@cybersec_feeds
@globeandmail
@nembotavy_0101
@ranganaathan

Top Tweeters in G1:
@amruthasuri
@anredarel
@coldacid_ebooks
@tsl_tweets
@genlcounnews
@mastersconf
@bestesqlawyer
@ailiakostas
@halarose
@progressai

Top Tweeters in G2:
@swagafiedkicks
@phsalt
@joselinmane
@adlerlaw
@muminalshawaf
@njspotlight
@cbs
@solokomwater
@lionsgate
@brain_chain

Top Tweeters in G3:
@globeandmail
@thr
@thesiliconhill
@hal4
@timberlakelaw
@jeffreyawillia4
@design_law
@marksmentweets
@nylawjournal
@userexperienceu

Top Tweeters in G4:
@startupsbot
@startupbulletin
@law360
@atlblog
@nysba
@ipwatchdog
@christopherjblv
@eafocusinc
@georgia_bio
@mintz_law

Top Tweeters in G5:
@barretttechnet
@natlawreview
@betsystansell
@danbuk4
@baduinq
@mrs_coder
@dcarsoncpafnrsk
@luischumaceiro
@rangaeunny
@lindsaygriffith

Top Tweeters in G6:
@karrasamelia5
@marc1705
@amisij
@wandafay
@amarthapa1812
@v2_lawblog
@davidiggz
@elvisjonyo
@zumanor
@eff

Top Tweeters in G7:
@sectest9
@santchiweb
@cybersec_feeds
@lexisnexis
@mkrigsman
@retweet49751068
@cxotalk
@unite4copyright
@praker82
@websummit

Top Tweeters in G8:
@forbes
@crainschicago
@managingip
@taylorwessinguk
@karenhbromberg
@lesusacanada
@gowlingwlg_uk
@smartccouncil
@chicagolawyer
@northwesternlaw

Top Tweeters in G9:
@dorunda
@walterolson
@bullcityheel
@walgreens
@isahq11
@nationals
@trademarkblog
@3rdworldgamer
@overlawyered
@garretedwards

Top Tweeters in G10:
@russelltim151
@fintechna
@ucdlawschool
@donnchanuig
@iamshirtacus
@colizscott
@tjmcintyre
@sho_billions
@ciara_hackett
@smullallylaw


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